[AI Image Inspection Case] Inspection of the Presence or Absence of Pins on Electronic Circuit Boards
We will conduct a simple verification to see if the pins are visible through the holes in the electronic component's circuit board!
We are considering the introduction of inspection equipment even in tool and machinery manufacturing companies. Recently, due to the impact of declining birth rates and an aging population across various fields, securing skilled workers has become a significant social issue. I feel that an opportunity has arisen to survive and grow businesses by entrusting inspections and judgments to image analysis instead of relying solely on human visual checks. 【Inspection Settings and Results】 By using the "Presence or Absence of Designated Color Inspection" feature of EasyInspector, we were able to determine the presence or absence of 13 pins in 0.57 seconds. The left image shows the live feed, while the right image indicates that the areas with pins inside the holes are marked in blue as "pass," and the areas without pins are displayed in red as "fail." The current 'EasyInspector2' color package can be used for inspections of the "Presence or Absence of Designated Color."
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【Software and Equipment Used】 Software Used: EasyInspector Field of View: 190 x 141mm Minimum Size of Inspection Target: 2mm Number of Inspection Points: 13 Camera Resolution: 1.3 Megapixels Lens Focal Length: 12mm Distance Between Lens and Product: Approximately 480mm Lighting: Two Linear Fluorescent Lamps Distance Between Lighting and Inspection Item: Installed 200mm diagonally above left and right
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"Achieve significant effects" while "keeping costs down." It requires endless effort despite its simplicity. This is why SkyLogic believes it is valuable to continue pursuing "cost-effectiveness" through means such as technology and services. EasyInspector2/DeepSky: An appearance inspection software with a cumulative installation record of 2,500. Effect: We have developed a high-precision and lightweight AI model. It can connect five cameras simultaneously to one PC. Cost: To reduce the cost of learning setup, it is no-code, and simply deciding the inspection mode determines the necessary processing. Expansion and horizontal deployment are possible at low cost. EasyMonitoring2: A system that accurately reads and records meters through cameras and notifies of abnormalities, eliminating time-consuming and costly patrol monitoring. Effect: Not only meter reading but also the confirmation of processing tanks and oil leaks can be automated using AI. Cost: It can connect to inexpensive cameras, up to 100, with one PC. There are no monthly fees. In addition to these, we offer various products for "cost-effectiveness." Please let us know your company's challenges and themes.